ABOUT
Two names accountable. A bench that does the craft.
Saurabh and Gomathi lead every engagement end to end, scope, architecture, eval gates, and the weekly report. Eight specialist roles join by phase and roll off when it closes. You are never handed to an account team you haven't met.
LEADERSHIP
Who stays accountable for your engagement.
The two people who scope the work are the two people who answer for it, same names on the first call, the mid-build review, and the hand-over. They're hands-on through Define and architecture; specialists do the deep build under their direction.
Saurabh Aggarwal
Principal · Architecture & Engagements
Co-founded NeoAistriq after two decades across data platforms, CRM architecture, and AI delivery. Scopes your engagement, owns the architecture decisions, and signs off on what gets built before anyone writes code.
Accountable for · Scope · architecture · commercial terms
- Example decision
On a community-native build, cut two of five proposed agents in scoping because the signal volume didn't justify them, engagement shipped at a lower fixed price than quoted.
- Measurable outcome
Every engagement is scoped to a written outcome and a fixed price; scope changes go through a signed change note, so there are no mid-project rate surprises.
- Weekly cadence
Monday 30-minute scope-and-risk call with your decision-maker, plus a written architecture decision record for anything that changes the build.
Gomathi Parthiban
Principal · Delivery & Evaluation
Co-founded NeoAistriq and runs how work actually lands: phase gates, the eval thresholds a system must clear to go live, and the weekly report that tells you where it stands.
Accountable for · Delivery cadence · eval gates · reporting
- Example decision
Held a launch back one week when the eval suite regressed on a model upgrade, the system went live only after the golden set cleared its threshold again.
- Measurable outcome
No system goes to production without a documented eval threshold and a cost-per-outcome number you keep after handover.
- Weekly cadence
Friday written status: what shipped, eval scores versus threshold, open risks, and next week's gate, same format every week, in your inbox.
Only two people carry accountability, which is deliberate: it caps how many engagements we run at once and it means nobody can point at a delivery manager you've never spoken to. Capacity scales through the bench below, accountability doesn't.
THE BENCH
The practitioners who build it.
NeoAistriq is not two people. We draw on a vetted network of practitioners and Fractal KX studio talent, brought in for the phases where their craft matters and stood down when it doesn't, so you get the depth of a larger firm without paying for a bench between projects.
Agent Engineer
Backend & ML systems
Builds the orchestration graph itself: state machines, tool contracts, retries, human checkpoints, and the memory model. Comes from production backend engineering rather than notebook work, so agents ship with timeouts, idempotency, and failure paths designed in.
Owns · Agent orchestration graphs · tool schemas · agent runtime
Joins · Design and Build
Evaluation & Reliability Lead
QA automation & data science
Writes the eval harness that decides whether the system is good enough to release. Golden sets, regression suites on every prompt and model change, drift alerts, and the cost-per-outcome dashboard you keep after we leave.
Owns · Eval sets · regression gates · quality reporting
Joins · Design through Measure
Data & Identity Engineer
Warehouses & pipelines
Models the boring layer everything depends on: relational and warehouse schemas, identity resolution across community, CRM, billing and support systems, incremental pipelines, and vector recall that stays cheap at volume.
Owns · Schemas · identity graph · pipelines · retrieval
Joins · Define and Build
Integrations Engineer
APIs & platform work
Owns the connector surface, MCP servers plus CRM, commerce, creator, support and internal APIs (HubSpot, Shopify, Patreon and Zendesk among the ones already built), including auth, rate limits, versioning, replay, and the monitoring that tells you when a vendor quietly changed a field.
Owns · MCP servers · third-party APIs · webhooks
Joins · Build
Product Engineer (Front-end)
React & design systems
Turns an agent into something a team will actually open every morning: operator consoles, review queues, agentic interfaces, and micro-applications with real states for loading, uncertainty, and refusal.
Owns · Consoles · agentic UI · design system
Joins · Build
Security & Governance Advisor
Security architecture & compliance
Designs access boundaries, PII handling, retention, and audit trails, then produces the review pack your procurement, legal, and infosec teams ask for, including model-use policy and human-in-the-loop thresholds.
Owns · Threat model · access design · audit & policy
Joins · Design and pre-launch review
Experience Designer
Product & systems design
Handles the interface system, diagramming, and the explanation layer, how confidence, provenance, and agent reasoning are shown so people trust the output instead of quietly working around it.
Owns · Interface system · diagrams · content design
Joins · Design and Build
Change & Enablement Partner
Operations & training
Makes adoption stick: runbooks, role-by-role workflow redesign, cohort training, and a hand-over that leaves your team able to extend the system rather than raise a ticket about it.
Owns · Runbooks · training · adoption metrics
Joins · Build and Measure
You get the named practitioners for your build during Define, real people with a role on your team sheet and direct access in the working channel, not anonymous subcontractors. Whoever joins, accountability doesn't move: one of the two principals stays your single point of contact from first call to final hand-over.
FRACTAL KX
Built inside a venture studio.
NeoAistriq is a Fractal KX venture. The Lab's research compounds across ventures, and studio operators, designers, and engineers are available to our engagements, which means clients get patterns proven elsewhere before they pay to discover them.
CONTACT
Tell us what's broken.
Describe the problem in your words. We route it to the right conversation, not a generic inbox.
Rather not use a form? Email leadership@neoaistriq.com , a principal reads it, and you'll hear back within one business day. We're based in Frisco, TX (US Central).