Human review before delivery
No account reaches your sellers until a named operator has checked the decision and the evidence behind it.
The engine behind Ivan Lapsha's managed ABM service
Sales Brain helps the right buyers know why you matter before you contact them.
It finds companies entering a real buying window, maps the people around the decision, matches your most relevant delivery case and coordinates the touches that give direct outreach context.
The first email should not be the first touch.
Build this channel with IvanSee the signal-to-conversation flowTry the free diagnostic demonstration
Built for consultancies selling expertise and complex delivery—not SaaS companies or product startups.
Operated by Ivan Lapsha. ivan.l@humatechlabs.com
Why the motion changed
SEO is losing clicks. Cold outreach is losing attention.
AI search increasingly answers questions before buyers reach a company website. Generic outbound is now easier to produce and easier to ignore. Sales Brain helps consultancies build relevance inside selected accounts before asking for a meeting.
The contrast
This is not cold email with better personalisation. It is signal-led ABM that builds familiarity and relevance before the first direct message.
The outcome
Fewer cold touches. Warmer conversations. A repeatable outbound revenue channel.
Signal-to-conversation flow
Create relevance before direct outreach
Sales Brain selects and prepares the account. Matched audiences can be activated through Primer. Ivan applies commercial judgment, operates the campaign and opens the human conversation.
- 01Sales Brain
Detect a buying window
A new CTO, engineering hiring, a technical initiative, or evidence that the company uses external delivery partners.
- 02Sales Brain
Map the buying group
Identify the product, engineering and commercial stakeholders around the likely initiative.
- 03Sales Brain
Match the closest proof
Select the delivery case that best fits the likely initiative, technical context and commercial situation.
- 04Primer
Activate the matched audience
Selected stakeholders can see the relevant case directly across channels such as LinkedIn, Google and Meta before outreach begins.
- 05Sales Brain
Read supporting engagement
Website visits and content engagement help prioritize accounts. They support the decision; they never prove intent by themselves.
- 06Ivan
Open the conversation
Human outreach begins with the initiative and case match, then adapts from awareness to technical validation and a commercial conversation.
Sales Brain
Research, account selection, stakeholder mapping, case matching and orchestration.
Primer
An optional matched-audience activation layer for direct media delivery.
Ivan
Commercial judgment, campaign operation and human outreach.
Signal field · one reviewed queue
Continuous monitoring · human review before delivery
signals170+checks12,840live
tender publishedchampion movedstack deprecatedaudit deadlineroles postedvendor expiringmerger systemsintegrator named
Core · accounts that survive the outsourcing gate
// source weight
- tender registries
- people moves
- tech-stack shifts
- regulatory feeds
- hiring signals
- outsourcing precedent
// throughput · last 30 days
Volume is filtered down, not scaled up · illustrative
80%
of sales time
spent on companies that never buy external delivery — illustrative
170+
signals daily
monitored across 6 signal families
3
outsourcing proofs
precedent, procurement route or integrator history
13
specialist agents
one named operator reviews every decision
The team
Thirteen agents support the channel. One operator owns the judgment.
Each agent has one job and one thing it refuses to do. Click any agent to see how it works.
Workflow
How the engine hands work forward
A fixed chain with three gates. Volume drops at every step, on purpose.
Handoff chain · each agent passes forward less than it received
- 1Hypothesis IdentifierWhat you can sell in the next 60 days
- 2Signal HunterCompanies where something just changed
- 3Outsourcing GatekeeperOnly accounts that buy external deliverygate
- 4Account ResearcherThe situation, tagged Confirmed / Inferred / Unknown
- 5CRM ArchaeologistYour own history reattached to the account
- 6Fit ScorerPursue · Watch · Passgate
- 7Buyer MapperProblem owner, participants, incumbent vendors
- 8Contact VerifierA reachable route, or a labelled gap
- 9Proof MatcherThe case you are allowed to use
- 10Message DrafterA human opening tied to the initiative and matched case
- 13Named OperatorHuman review before anything is deliveredgate
- 11Reply ReaderReal interest, quoted
- 12Pipeline AnalystWhat converted → back into step 1
Research first, then human review and matched-audience activation before approved outreach. Sales Brain prepares the account, buying group, evidence, proof and approach. Ivan operates the campaign and opens the human conversation after the commercial approach is agreed.
Narrowing
1,480 companies in, 12 activation decisions out
One month of narrowing · illustrative
- Companies in the defined market1,480Agent 1Segment boundary set with you
- Situations investigated610Agent 2Public and licensed sources
- Externally deliverable work found84Agent 3Work that can leave their building
- Constraint-matched to you31Agents 4–6Budget, geography, procurement, exclusions
- Human-reviewed for activation12Agents 7–13With buying group, matched proof and approach
The value is the subtraction. Twelve reviewed situations ready for a commercial decision and managed activation beat fourteen hundred accounts your team has to judge itself.
Throughput
What each agent moved today
Workload board · looked at vs. passed forward
reviewed passed on
- 1Hypothesis Identifier12 → 5
- 2Signal Hunter1,480 → 610
- 3Outsourcing Gatekeeper610 → 84
- 4Account Researcher84 → 61
- 5CRM Archaeologist61 → 44
- 6Fit Scorer44 → 31
- 7Buyer Mapper31 → 31
- 8Contact Verifier31 → 26
- 9Proof Matcher26 → 24
- 10Message Drafter24 → 24
- 11Reply Reader24 → 9
- 12Pipeline Analyst9 → 9
- 13Named Operator12 → 12
Illustrative daily volumes for one installed brain
Output
What enters the managed ABM channel
Not a list of names. A reviewed commercial situation with the buying window, stakeholder map, matched proof and activation route. The example below is an illustrative opportunity produced for a software-development consultancy — the credit union is the consultancy's prospect.
Illustrative opportunity produced for a software-development consultancy
Riverbend Community Credit Union
$480M assets · 6 branches · Ohio
- What changed Confirmed
- First-ever Head of Digital Banking hired; board approved 2026 digital-transformation budget; instant-payments compliance deadline forces core modernization by Q3.
- Why this may create external work Inferred
- Internal IT is 4 people keeping the core running. The deadline is fixed; hiring will not cover it in time. A bounded digital-channel and integration workstream must go outside.
- Does the company outsource software work? Confirmed
- Yes. The integration layer on the previous digital-channel project was delivered by Great Lakes Digital Partners (regional integrator), and the 2022 mobile-banking refresh was outsourced to Finastra Consulting. A procurement route and vendor precedent already exist. Internal IT is not set up to lead a modernization workstream.
- What your agency already knows Confirmed
- SDR touched them in 2024 with no response. Reason now visible: no digital owner existed then.
- Who owns the problem Confirmed
- M. Gonzalez · Head of Digital Banking. Verified current role, work email, LinkedIn profile.
- Relevant proof Confirmed
- Your community-bank core-integration case is the closest approved match.
- What remains unknown Unknown
- Budget size; RFP or direct negotiation.
Next action · dual-track approach
Track A — direct to owner
Message M. Gonzalez with a short note connecting her mandate, the instant-payments deadline and your community-bank core-integration case. Offer a 20-minute scoping call before any RFP is drafted.
Track B — through the integrator
Contact the engagement lead at Great Lakes Digital Partners. They know the environment, likely have the buyer relationship and may subcontract the integration work rather than compete. Position your bench as a plug-in team they can white-label.
Both tracks run in parallel over 5 business days.
Impact
Where your team's week can go instead
One seller's 35-hour week · illustrative
Before Sales Brain
5h selling
With Ivan's managed ABM channel
24h selling
Research and list buildingChasing wrong accountsWriting from scratchReal buyer conversationsCRM admin
Sales Brain moves research and account preparation off your sellers so they can spend more time in relevant buyer conversations.
Compare
One engine instead of a prospecting stack
Clay, Apollo and ZoomInfo return records. They do not decide whether an account has credible evidence that it could buy engineering or AI consulting work now.
Out · seats you operate
- Data seats (ZoomInfo / Apollo)$12–20K/yr
- Enrichment and workflow tooling$3–8K/yr
- Intent feeds$4–9K/yr
- 8–12 research hours per rep, per weekunbilled
In · one managed engine
Thirteen agents and a named operator
Sales Brain runs the data, research, verification and decision work inside Ivan's managed service. No seats for a consultancy to buy, configure or babysit. The CRM stays the system of record.
Clay
Apollo / ZoomInfo
Intent feeds
AI writers and sequencers
Analysts and spreadsheets
One research and qualification engine
Sales Brain prepares data, research, verification and decisions for Ivan's managed service
Current layer
What it provides
What remains unresolved
Clay
Enrichment and workflows
What to research and which evidence matters
Apollo / ZoomInfo
Company and contact data
Whether to pursue the account and who owns the problem
Intent feeds
Signals and activity
Whether the change creates externally deliverable work
AI writers and sequencers
Messages and sends
The hypothesis, buying route, proof and safe claim
Analysts and spreadsheets
Manual research
The decision, next action and reusable memory
Operating principles
What the brain will never do
Context before contact
Matched-audience activation builds familiarity first. Human outreach begins only after the account, initiative and proof have been reviewed.
No invented facts
Contacts, proof and claims are verified or labelled Unknown. A plausible guess is treated as a defect, not a data point.
Your data stays yours
NDA and DPA before any CRM export, EU processing, no writes to your systems, deletion on request.
Scope
What Sales Brain is not
So you can rule the engine out in thirty seconds if this is not the problem you have.
not this
Not a mass outreach service
We do not run volume sequences, spray-and-pray campaigns or inbox farms. A handful of reviewed accounts per week is the product.
not this
Not an SDR agency
We do not book meetings for a commission or put junior callers on your brand. Your sellers stay the ones talking to the buyer.
not this
Not a data vendor
You are not buying records, exports or credits. A list without a decision attached is exactly the problem we remove.
not this
Not a SaaS platform to learn
No seats, no onboarding project, no dashboard your team has to adopt. It is the research and qualification engine behind Ivan Lapsha's managed sales service.
not this
Not fully autonomous AI
Agents do the research; a human reviews every decision before it reaches your team. Nothing is sent under your name by default.
not this
Not standalone software
Sales Brain is not licensed or sold on its own. It is the engine behind Ivan Lapsha's managed sales service.
not this
Not for SaaS or product startups
Built for consultancies selling expertise and complex delivery: software development, custom engineering, and AI, ML and data work.
Delivery
How you get access to the engine
How Sales Brain is delivered
Sales Brain is not sold as standalone software. It is the engine behind Ivan Lapsha's managed service.
This page exists to show how the engine reads a market, filters it and prepares an account. Scope, terms and commercial details live on Ivan's managed-service page.
Operated by
Ivan Lapsha, Humatech Labs. Every reviewed account is checked by a person before it reaches a seller.
Built for
Software-development consultancies, custom engineering firms and AI, ML and data consultancies.
Coverage
US, UK, DACH, Nordics, Benelux and CEE. Signals read in English, German and Polish.
Data terms
An NDA is signed before any CRM export is reviewed. No writes to client systems during research.
Sales Brain is the proprietary engine behind Ivan Lapsha's managed sales service, not a product you buy and operate. To discuss your own accounts, work with Ivan or write to ivan.l@humatechlabs.com.
The engine is one half. Ivan Lapsha is the other.
Sales Brain prepares the account, the evidence, the buyer, the proof and the message. The commercial work — scope, approach and approved outreach — runs through Ivan Lapsha's managed sales service.
Built for consultancies selling expertise and complex delivery—not SaaS companies or product startups.