Map the work
Expose the sources, decisions, and handoffs that actually move the market.
Assembly Labs
An operating company building intelligent systems for markets where coordination, data, and workflow reliability still decide who wins.
Operating signal
Friction into systems
01Source
Scattered work
02Route
Inspectable system
03Proof
Product surface
Mission
Legibility is the first act of respect.
Assembly Labs exists to make high-friction operational markets more legible, reliable, and intelligent.
Stabilize the route
Turn repeated operational pain into tools people can inspect and reuse.
Automate with judgment
Use intelligence to improve decisions, not to hide uncertainty.
Proof of work
The portfolio is the proof.
Three active products. Three specific workflows. One operating discipline carried through every surface.
Review productsProductWorkflowProofSurface
GTMLane
Outbound handoffs from source to reporting
10-14 day sprint
gtmlane.com
Africa API
African data for production integrations
54 countries / 127+ indicators
africa-api.com
DispatchOps.io
Freight intake, exceptions, and TMS sync
14-day pilot
dispatchops.io
Products
Products built from operational pressure.
Each product has a market, a route, and a visible surface. Assembly Labs gives them shared operating discipline without blurring their identities.
GTMLane
A scoped GTM engineering sprint for teams already running outbound. It fixes the route from lead source to revenue reporting.
Route
Source -> enrichment -> outbound -> CRM -> alerts -> reporting- 10-14 day cleanup sprint
- $500 audit credited to sprint
- Apollo, Clay, HubSpot, Sheets, Slack
Africa API
One stable REST surface for African reference data, country signals, historical indicators, FX, markets, trade, and government records.
Route
Reference -> signals -> indicators -> FX -> trade -> government- 54 countries
- 127+ indicators
- 45+ data sources
- Stable /v1 + MCP server
DispatchOps.io
An automation layer for freight intake, load booking, exception routing, TMS sync, and control-tower visibility.
Route
Calls and emails -> freight capture -> exceptions -> TMS sync -> control tower- 14-day pilot
- TMS integration
- Calls, loads, exceptions
Company
A parent company with operating discipline.
Assembly Labs holds strategy, engineering, infrastructure, brand, and go-to-market judgment together so each product can keep its own promise.
01
Operating company
Products stay close to reality.
We build from live workflows, active buyers, and operational constraints instead of category slides.
02
Product rule
One thesis, separate promises.
GTMLane, Africa API, and DispatchOps.io keep distinct markets, buyers, and proof surfaces.
03
Scale rule
Respect before scale.
We deepen a product only after the workflow proves useful, inspectable, and worthy of its market.
Method
The work has to earn the language.
We do not lead with category claims. We start with the workflow, make it inspectable, and let the product surface carry the argument.
01
Study the route
Start where work already breaks: outbound handoffs, African data access, or dispatch coordination.
02
Build the smallest useful system
Ship the narrow workflow that makes the pain easier to see, trust, and repeat.
03
Keep proof visible
Make the workflow, surface, source, price path, and implementation detail easy to inspect.
04
Expand from evidence
Add depth only when the market gives us a reason and the product can carry the weight.
Parent company
We build with the patience to understand the work and the discipline to make it easier to trust.