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← PipelineHelio Labs
AI infra · Seed · SF · stage: briefed
Execution signals — VentureLync telemetry
source-grounded · weekly refresh
Ship cadence
2.4/ wk
top 5% of pipeline
Reporting on-time
100%
12/12 weeks
Founder reply
14h
median · target <24h
Revenue verified
~$140k
Stripe match
Source coverage
6/ 6
GH · JR · STR · HS · ZH · GC
Integrity flags
0
clean 90 days
Revenue & burn · 12 months
Memory · Stripe + accounting reconciled
+447%YoY
MayJulSepNovJanMarMay
MRRBurnNet
Cap table · post Seed
Carta · last refreshed today
52%
founders
Founders52%
ESOP pool14%vested 6.1%
Lead seed12%$1.2M
Angels8%$650k
Accel partner6%$480k
Syndicate5%$400k
Others3%
Cohort retention — customer revenue retained by month
$ retention · 120%+ = expansion
128%NRR · best in cohort
CohortSizeM0M1M2M3M4M5M6M7M8M9
Aug 2025$3.8k103107115121128132137142148156
Sep 2025$4.2k101109115122126131136142150
Oct 2025$5.1k103109116120125130136144
Nov 2025$6.3k103110114119124130138
Dec 2025$7.8k104108113118124132
Jan 2026$9.4k102107112118126
Feb 2026$10.9k101102112120
Mar 2026$12.2k100102114
Apr 2026$13.6k100104
May 2026$14.2k102
Customer concentration
top 10 · 62% · diversified
Anchor 1 (14%)Anchor 2 (11%)Tier 1 (9%)Tier 1 (7%)Tier 2 (6%)Top 6-10 (15%)Long tail (38%)
No customer > 15% · top 5 = 47% of revenue · two new enterprise wins moved top-tier mix to balanced.
Team — 34 people · 8 hired YTD
founders + key leads
AV
Anand Venkatesh
Co-founder · CEO · ex-OpenAI
verified
PP
Priya Prakash
Co-founder · CTO · ex-Meta
verified
MS
Mohan Sharma
Co-founder · COO · ex-Uber
verified
RK
Rakesh Kumar
VP Sales · joined Jan 2026
verified
JN
Jaya Nair
Head of Finance · joined Mar 2026
verified
+
+ 29 more
ops 14 · eng 8 · sales 5 · g&a 2
roster
Round history
5 rounds · 2021 → 2026
Mar 2021
Pre-seedfriends & family
$40k
$2.5M pre
Jan 2022
SeedLead VC · angels
$2.8M
$12M pre
Sep 2023
Seed+ (you)Veridian (co-lead) · syndicate
$4.5M
$18M pre
Jun 2024
Bridgeinside round · all existing
$1.5M
$25M pre
Q4 2026 (target)
Series Bin preparation · deck reviewed Apr 30
$40M target
$180M pre
Risks & watch
your notes
!
Dilution path to Series B
Current 7.2% position may drop to 5.4% post-B without pro-rata. Reserve $280k for pro-rata.
Top customer concentration safe
No single customer > 15%. Anchor 1 renewal Oct 2026 · multi-year MSA expected.
!
Logistics margin sensitivity
Fuel cost pass-through is quarterly. 6 pts GM improvement assumes stable pricing. Monitor Q3.
Founders aligned · no exits
All three founders at 17.3% each · 4-yr vest Jan 2026 complete · founder NPS high
Competitive moat compounding
Operator network in 14 markets · data loop on pricing and route optimization · 3× ahead of nearest peer on cohort retention
Diligence Q&A — with founder
all replied · source-linked
"How do you defend margin in tier-3 markets?"
Asked Apr 22 · replied Apr 23 · 18h
We piggy-back on existing partner schedules — we don't own the fleet, we own the software. 22% GM contribution from tier-3 vs 18% tier-1. Attached: route-level P&L Apr.
"What happens if the largest competitor enters last-mile directly?"
Asked Mar 14 · replied Mar 15 · 11h
They tried in 2023 and pulled back. Our data loop (2.4M deliveries) is 3× theirs. Customer stickiness = operational SLAs, not price. Multi-year MSAs signed this month prove it.
"Runway tight at 22 months · when do you raise B?"
Asked Feb 28 · replied Mar 01 · 22h
Targeting Series B close Q4 2026. Term sheet conversations with 2 growth funds. Deck at Pulley. Want Veridian in on pro-rata — happy to carve $28-32k.
Recent activity
founder + company · 14 days
today
Settlement cleared $12k
revenueAnchor 1 MSA · first milestone
May 27
Anchor 2 contract signed · 36mo
customer$48k annual
May 24
v3.1 shipped · pricing engine v2
ship14 PRs · 22 tickets linked
May 20
Weekly report submitted · 100% on-time
reportacknowledged by operator
May 18
Series B deck uploaded · draft v4
fundraisereviewed by you · 2 comments
May 14
Hire · Jaya Nair · Head of Finance
hireex-Swiggy · LinkedIn verified
Peer compare ai infra
private benchmarks · 2026
MetricHelio LabsPeer A (est.)Peer B (est.)Cohort P90
ARR~$140k$1.2M$500k$8M
YoY growth142%28%34%180%
Gross margin64%22%18%42%
NRR128%104%108%115%
Burn / ARR0.542.81.90.9
Exit scenarios — speculative
not a forecast
Base
Series B at $180M pre · 4× paper
most likely Q4 2026 · paper to $2.3M
4.0×
Bull
Series C at $500M · strategic acq.
if 2026 logos compound · platform interest
11×
Bear
Bridge at flat · 2027
if margin pressure persists and competitor re-enters
1.5×
§Scenarios are internal only. Not shared with founder, LPs, or in any written communication. Counsel gate applies to any external framing.
Brief · v3AnalystMay 18 2026 · 8 facts · 6 sources

Helio Labs builds inference routing infrastructure for production AI applications. The product sits between an application's model client and the underlying model providers, picking the cheapest acceptable model per request based on a configured latency / cost / quality envelope. Founded January 2025; $1.8M pre-seed closed October 2025. Current ARR is low six figures, growing from a base of $0 in January 2026. Three reference customers in production, all on annual contracts. The founding team comes from Anthropic infra and Stripe payments routing.

ASKS · $4M seed at a $24M post.
ARR
~$140k, growing 22% MoM (last 3 months)
Source: founder-shared Stripe export, S3 / 04 May 2026
customer-providedclaim: medium
Pre-seed terms
$1.8M on a SAFE, $14M post-money cap, Oct 2025
Source: SAFE doc, AngelList / verified by Pilot Office Counsel May 14
verifiedclaim: high
Production customers
3 named: Volute, Beam Health, Stratus Cloud (existing portco)
Source: founder deck slide 6 / cross-checked against Stratus admin
customer-providedclaim: high
Team
2 founders + 5 engineers (3 ex-Anthropic infra, 1 ex-Stripe Connect)
Source: LinkedIn cross-check / founder Q&A May 16 call
third-partyclaim: high
Gross margin
Stated 68% (deck); inferred ~54% after model-provider passthrough
Source: founder deck slide 11 / VL inference from cost-model assumptions
inferredclaim: low
Burn / runway
~$140k/mo burn, 11 months runway at current cash
Source: founder-shared cap table + bank statement, May 12 2026
customer-providedclaim: medium
Round being raised
$4.0M seed, $24M post, lead seeking
Source: founder deck slide 14, May 16 conversation
customer-providedunverified
Competition
Portkey, Helicone (proxy/observability layer); Martian Labs (closest direct comp)
Source: VL Market Research scan, HN + Reddit signal
third-partyclaim: medium
Signal
Thesis fit
In-thesis
AI infra
Citation coverage
92%
target ≥ 90%
Unsupported claims
3.4%
target < 5%
Memory hits
2
Sources6 indexed